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Investigating the use of machine learning to generate ventilation images from CT scans

BACKGROUND: Radiotherapy treatment planning incorporating ventilation imaging can reduce the incidence of radiation‐induced lung injury. The gold‐standard of ventilation imaging, using nuclear medicine, has limitations with respect to availability and cost. PURPOSE: An alternative type of ventilatio...

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Detalles Bibliográficos
Autores principales: Grover, James, Byrne, Hilary L., Sun, Yu, Kipritidis, John, Keall, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9545612/
https://www.ncbi.nlm.nih.gov/pubmed/35502763
http://dx.doi.org/10.1002/mp.15688